Silky - Streamer University stream analytics - Jul 17, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 17, 2026 · VOD 2822296221
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 744:00-0.52→0.15Δ+0.67
- 328:000.04→0.49Δ+0.45
- 59:000.24→-0.17Δ-0.41
- 329:000.49→0.10Δ-0.39
- 742:000.16→-0.23Δ-0.39
- 263:00-0.01→0.28Δ+0.29
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
64 emote msgs — ×10.4 the average
- bruhhh137: LOOOOOOOOOOOL
- poloballin: silkyFunny
185 first-time chatters in one minute (raid-like influx)
- prettygurlnette: kai is watching u bro
- alexislineberry: kai wataching
250 first-time chatters in one minute (raid-like influx)
- thee0nly____kk: DETENTION MUD
- bbygoatnami: locked uppppp
166 first-time chatters in one minute (raid-like influx)
- Stolixy: ur cooked
- rel2tufff: cudi coming
138 first-time chatters in one minute (raid-like influx)
- mxlekkk: bye bye woo
- jettskiinoo: see you in 2 hours demon
Keyword tracker
- points5,962
- silky4,745
- this3,960
- that3,908
- nigga3,839
- amen2,441
- gamble2,428
- lazer2,412
- lmao2,183
- lmaooo1,971
- what1,954
- they1,951
- join1,830
- roulette1,816
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 3,768 | 1.00 | known | known bot account |
| fossabot | 566 | 1.00 | known | known bot account |
| nexgyt | 10 | 0.75 | high | repeated one message ×5 (50% of output) · 6 messages fired <2s apart |
| vxamp12345 | 162 | 0.55 | medium | 5 messages fired <2s apart · 6.3 msgs/min sustained |
| thebest10128 | 82 | 0.55 | medium | 13 messages fired <2s apart · 8.1 msgs/min sustained |
| barkingcatwoof | 57 | 0.55 | medium | 6 messages fired <2s apart · 10.7 msgs/min sustained |
| georged987 | 39 | 0.55 | medium | 5 messages fired <2s apart · 9.6 msgs/min sustained |
| dylan44408 | 32 | 0.55 | medium | 5 messages fired <2s apart · 16.7 msgs/min sustained |
| pr3ttymuli | 30 | 0.55 | medium | 5 messages fired <2s apart · 11.1 msgs/min sustained |
| gmandoesthis | 20 | 0.55 | medium | 10 messages fired <2s apart · 20 msgs/min sustained |
| joosh895 | 18 | 0.55 | medium | 9 messages fired <2s apart · 18 msgs/min sustained |
| vysemarshal | 17 | 0.55 | medium | 6 messages fired <2s apart · 6.9 msgs/min sustained |
| pe3zyyy | 15 | 0.55 | medium | 5 messages fired <2s apart · 11.3 msgs/min sustained |
| sixsev1en | 15 | 0.55 | medium | 3 messages fired <2s apart · 12.5 msgs/min sustained |
| divine_is_to_high | 13 | 0.55 | medium | 6 messages fired <2s apart · 13 msgs/min sustained |
Emote pulse
- silkyFunny20,657
- silkyDemonTme12,807
- LUL2,503
- silkyDance1,580
- silkyOMGPOGGERS1,540
- silkyPlotting1,230
- silkyDance21,074
- silkyLetsGo870
Evidence tape
- 00:00JAYKAYRAHOPENER
THE SERVER HAS TO RELOAD
- 05:00larpittPING
yo why cant u be like raph and not shower @Silky
- 08:00hardstonerPING
deorderant underarms @Silky
- 14:00mxlekkkPING
fix ya durag @Silky
- 18:00BarlBavisPING
yo mud whats the spray @silky
- 33:00TyvaliddPING
nga get ready for practice @Silky
Silky stream analytics summary
Silky's Streamer University stream "STREAMER UNIVERSITY DAY 3" on Jul 17, 2026 generated 198,907 messages from 18,877 unique chatters (143 msgs/min average, peaking at 656/min). Sentiment ran 19,177 positive vs 912 negative, and the top keyword was "points" (×5962). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.